Search Images Maps Play YouTube News Gmail Drive More »
Sign in
Screen reader users: click this link for accessible mode. Accessible mode has the same essential features but works better with your reader.

Patents

  1. Advanced Patent Search
Publication numberUS20030132974 A1
Publication typeApplication
Application numberUS 10/046,953
Publication dateJul 17, 2003
Filing dateJan 15, 2002
Priority dateJan 15, 2002
Also published asUS7394346, US7948357, US20080230598
Publication number046953, 10046953, US 2003/0132974 A1, US 2003/132974 A1, US 20030132974 A1, US 20030132974A1, US 2003132974 A1, US 2003132974A1, US-A1-20030132974, US-A1-2003132974, US2003/0132974A1, US2003/132974A1, US20030132974 A1, US20030132974A1, US2003132974 A1, US2003132974A1
InventorsWilliam Bodin
Original AssigneeInternational Business Machines Corporation
Export CitationBiBTeX, EndNote, RefMan
External Links: USPTO, USPTO Assignment, Espacenet
Free-space gesture recognition for transaction security and command processing
US 20030132974 A1
Abstract
A sensor panel having a matrix of independently decoded sensors, arranged in a two-dimensional pattern allows a consumer identification unit (CIDU) to detect a user-specific gesture made with a gesturing instrument such as an RF ID device. The CIDU monitors on a timed basis which of the sensors in the panel are receiving a signal from an RF ID device which has entered the proximity of one or more of the sensors. The user moves the sensor in a two-dimensional pattern to perform a “gesture signature” in free space near the panel, and the CIDU records the sequence of receiving sensors. This sequence can then be quickly and efficiently handled as a number to be looked up to identify and authenticate the user. Preferably, the user is allowed to define multiple signature gestures, each having the possibility of being associated with a transaction or authorization level.
Images(5)
Previous page
Next page
Claims(27)
What is claimed is:
1. A method for detecting a free-space gesture signature conducted with a gesturing instrument, said method comprising the steps of:
providing a plurality of gesturing sensors in a two-dimensional arrangement, each sensor being adapted to detect a gesturing instrument within a proximity of a sensor, each sensor having an independent detection event signal;
determining a sensor sequence from a series of sensor detection events responsive to movement of a gesturing instrument within the proximity of said plurality of sensors; and
correlating said sensor sequence to a predetermined sequence in order to authenticate a user of said gesturing instrument or to decode a command from said user.
2. The method as set forth in claim 1 wherein said step of determining a sensor sequence comprises applying timing analysis to said series of sensor detection events.
3. The method as set forth in claim 1 wherein said step of correlating said sequence to an authorized sequence further comprises authorizing a financial transaction.
4. The method as set forth in claim 1 wherein said step of correlating said sequence to an authorized sequence further comprises authorizing a physical security action.
5. The method as set forth in claim 4 wherein said step of authorizing a physical security action comprises unlocking a door.
6. The method as set forth in claim 4 wherein said step of authorizing a physical security action comprises allowing removal of a physical item from a controlled access area.
7. The method as set forth in claim 1 wherein said step of providing a plurality of gesturing sensors comprises providing an array of Radio Frequency Identification (RFID) sensors adapted to detect movement of RF ID devices.
8. The method as set forth in claim 1 wherein said step of providing a plurality of gesturing sensors comprises providing an array of acoustic sensors adapted to detect movement of acoustic-reflective gesturing instruments.
9. The method as set forth in claim 1 wherein said step of providing a plurality of gesturing sensors comprises providing an array of infrared (“IR”) sensors adapted to detect movement of gesturing instruments which are distinguishable by heat.
10. A computer readable medium encoded with software for free space gesture signature conducted with a gesturing instrument, said software causing a processor to perform the steps of:
receiving detection event signals from a plurality of gesturing sensors in a two-dimensional arrangement, each sensor being adapted to detect a gesturing instrument within a proximity of a sensor, each sensor having an independent detection event signal output;
determining a sensor sequence from a series of sensor detection events responsive to movement of a gesturing instrument within the proximity of said plurality of sensors; and
correlating said sensor sequence to a predetermined sequence in order to authenticate a user of said gesturing instrument or to decode a command from said user.
11. The computer readable medium as set forth in claim 10 wherein said software for receiving detection event signals from a plurality of gesturing sensors comprises software for applying timing analysis to said series of sensor detection events.
12. The computer readable medium as set forth in claim 10 wherein said software for correlating said sequence to an authorized sequence further comprises software for authorizing a financial transaction.
13. The computer readable medium as set forth in claim 10 wherein said software for correlating said sequence to an authorized sequence further comprises software for authorizing a physical security action.
14. The computer readable medium as set forth in claim 13 wherein said software for authorizing a physical security action comprises software for actuating a door lock.
15. The computer readable medium as set forth in claim 13 wherein said software for authorizing a physical security action comprises software for allowing removal of a physical item from a controlled access area.
16. The computer readable medium as set forth in claim 10 wherein said software for receiving detection event signals from a plurality of gesturing sensors comprises software for receiving signals from a plurality of Radio Frequency Identification (RFID) sensors adapted to detect movement of RF ID devices.
17. The computer readable medium as set forth in claim 10 wherein said software for receiving detection event signals from a plurality of gesturing sensors comprises software for receiving signals from a plurality of acoustic sensors adapted to detect movement of acoustic-reflective gesturing instruments.
18. The computer readable medium as set forth in claim 10 wherein said software for receiving detection event signals from a plurality of gesturing sensors comprises software for receiving signals from a plurality of infrared (“IR”) sensors adapted to detect movement of gesturing instruments which are distinguishable by heat.
19. A system for detecting a command or identifying value made by a user through a gesture signature conducted with a gesturing instrument, said system comprising:
a plurality of gesture sensors organized in a two-dimensional arrangement, each sensor having an independent detection event signal which is activated upon detection of a gesturing device within the proximity of a sensor;
a gesture recognition processor having a plurality of inputs for said independent detection event signals, and for performing the steps of:
determining a sensor sequence from a series of sensor detection events responsive to movement of a gesturing instrument within the proximity of said plurality of sensors; and
correlating said sensor sequence to a predetermined sequence in order to authenticate a user or decode a user command.
20. The system as set forth in claim 19 wherein said processor is adapted to apply timing analysis to said series of sensor detection events.
21. The system as set forth in claim 19 wherein said processor is adapted to perform financial transaction authorizations.
22. The system as set forth in claim 19 wherein said processor is adapted to control a physical security action.
23. The system as set forth in claim 22 wherein said processor is adapted to actuate a door lock.
24. The system as set forth in claim 22 wherein said processor is adapted to allow removal of a physical item from a controlled access area.
25. The system as set forth in claim 19 wherein said plurality of gesture sensors comprises an array of Radio Frequency Identification (RFID) sensors adapted to detect movement of RF ID devices.
26. The system as set forth in claim 19 wherein said plurality of gesture sensors comprises an array of acoustic sensors adapted to detect movement of acoustic-reflective gesturing instruments.
27. The system as set forth in claim 19 wherein said plurality of gesture sensors comprises an array of infrared (“IR”) sensors adapted to detect movement of gesturing instruments which are distinguishable by heat.
Description
BACKGROUND OF THE INVENTION

[0001] 1. Field of the Invention

[0002] This invention relates to the arts of user identification, such as personal identification numbers and signature recognition.

[0003] 2. Description of the Related Art

[0004] When making a transaction using a credit account, credit card, or automatic teller machine (“ATM”), many systems require users to identify themselves using a unique number, such as a personal identification number (PIN), or to place their signature onto a paper slip or into a digitizing tablet. Methods for verifying a user's PIN from data stored on the magnetic strip of a card or via a transaction over a computer network are well known. Additionally, methods for recognizing a digitized signature are also well known in the art.

[0005] PINs are highly subject to fraud, however. For example, it is well known in the law enforcement community that many identity thieves simply sit in a position within a public space such as an airport terminal where they can view an ATM or pay phone. Then, when an unsuspecting user keys in his or her PIN, the thief simply watches the entry, sometimes with the aid of binoculars. In the case of a phone credit card, the thief may also be able to watch and learn the user's account number, thereby directly enabling him or her to use the victim's account. In the case of an ATM or credit card, the thief may then proceed to steal the victims wallet or purse to obtain the card.

[0006] Signature recognition has promised greater security, and many point-of-sale (POS) systems have been equipped with electronic tablets upon which a credit card or ATM card user must sign in order to complete a transaction. However, due to the limitations in accuracy and the shear volume of data needed to store many reference copies of signatures for card holders, as well as the intense computational capabilities needed to accurately characterize and recognize a human signature, these POS systems are rarely used to actually perform signature recognition. Rather, they have been used to reduce the physical storage requirements for a retailer to maintain paper copies of signed credit slips. Instead, copies of the digitized signatures are kept electronically for a period of time in case they are needed during a credit card dispute resolution investigation.

[0007] Recently, another consumer identification device has been introduced into the market place, most notably in the “pay-at-the-pump” retail fuel market. These small devices hang on a key chain or ring, and contain a small integrated circuit (“IC”) similar in technology to those employed for theft prevention in retail stores. As illustrated in FIG. 1, the system (1) consists of a key fob (11) device, which is usually hand held by a user (12). The point-of-sale system (or other system requiring user identification such as an automatic door lock) has a radio-frequency (“RF”) transparent panel (10), behind which is concealed a transmitter-receiver “sensor” (13) element such as an antenna element. The transmitter-receiver (13) is interfaced to a Consumer Identification Unit (“CIDU”) (14), which is usually microprocessor based. To improve performance, a large panel may be equipped with multiple sensors whose signals are summed by the CIDU.

[0008] In practice, the consumer places the key fob (11) within a sensitivity proximity P of the panel (10) when he or she wishes to authorize a transaction. A low-power RF signal which is constantly emitted by the sensor (13) is received by the IC in the key fob (11), which induces enough energy from the emitted signal to power the IC and to transmit a unique code or number which is associated with the consumer or user. This signal is received by the CIDU, decoded, and the user's identity is determined (either in a local datastore or via a look-up over a computer network (15)). The transaction can then be processed as is done in the art currently, either by requesting transaction authorization from a credit server over a computer network (15), or performing the authorization locally.

[0009] This technology can be applied to a number of problems requiring quick identification of a user. For example, the same system can be applied to the controls for an automatic door lock, and the IC device can be carried in a key fob or a ID “badge”, thereby allowing the user to approach the door, place the key fob or badge within proximity of the access control panel, and the system automatically verifies authorization to enter the door and unlocks the door.

[0010] However, this RF ID process does not actually verify that the person who possesses the RF ID device is the actual user associated with the device. For example, if a woman's purse is stolen, the thief may simply use her key fob device to purchase fuel at such a gas pump because the system does not require entry of a signature or PIN. This step is avoided because one key to the marketability of the key fob device is convenience and quickness of completing the transaction—simply “wanding” the key fob past the panel to complete a transaction. Adding a step to enter a PIN number or sign a touch-sensitive pad would make this process less convenient than the standard credit card and ATM process previously in use.

[0011] As such, this type of RF ID technology has seen limited adoption by the industry, primarily limited to applications where purchase amounts are limited by some practical factor. Gasoline purchases, for example, rarely exceed $50 for a typical retail customer, and as such, the increased risk of fraudulent use of the devices is not associated with tremendous loss when measured in dollar value.

[0012] Therefore, there is a need in the art for a system and method which allows the convenience of the RF ID system to be securely employed in applications which authorize transactions of greater significance in order to promote their use in a widespread manner. Further, this new system and method must provide a user-unique identification step which does not decrease the convenience or speed with which the transaction can be completed (when compared to the current RF ID process), does not significantly increase the processing requirements of a CIDU to perform the decoding and user identification functions, and preferably allows a single user to define his or her own identification signature or multiple signatures.

BRIEF DESCRIPTION OF THE DRAWINGS

[0013] The following detailed description when taken in conjunction with the figures presented herein provide a complete disclosure of the invention.

[0014]FIG. 1 shows the arrangement of RF ID sensors and key fob systems which are well known in the art.

[0015]FIG. 2 illustrates on possible arrangement of RF ID sensors according to the invention.

[0016]FIGS. 3a and 3 b provide example gesture signatures for illustration of the invention.

[0017]FIG. 4 sets forth the logical process of the invention.

SUMMARY OF THE INVENTION

[0018] The present invention provides an RF ID sensor panel having a matrix of independently decoded sensors, arranged in a two-dimensional pattern. A CIDU is improved to include monitoring software or firmware to monitor on a time basis which of the sensors in the panel are receiving the signal from a particular RF ID device which has entered the proximity of one of the sensors. The user moves the sensor in a two-dimensional pattern to perform a “signature” in free space near the panel, and as the RF ID moves from the proximity of one sensor to another, the CIDU records the sequence of receiving sensors. This sequence, preferably a simple series of sensor numbers or identifiers, can then be quickly and efficiently handled as a number to be looked up to identify the user. This obviates the practical problems which arise with accurately recognizing a handwritten human signature, but provides the RF ID technology with a user-defined “personal identification” step to enhance the security of the device and to thwart use by unauthorized persons in possession of the RF ID unit. In a preferred embodiment, the user is allowed to define a plurality of signature gestures, each having the possibility of being associated with a transaction or authorization level.

[0019] Alternate embodiments which employ other types of gesturing instruments and sensors, such as passive infrared detectors and acoustic detectors, are also disclosed.

DETAILED DESCRIPTION OF THE INVENTION

[0020] The present invention augments and improves the RF ID technology which is well known in the art. It provides a practical and processing-efficient method of allowing an RF ID holder to define one or more signature “gestures” as a means for enhanced personal identification, without compromising the convenience of the quick and easy use of an RF ID for user identification. Alternate embodiments which employ other types of gesturing instruments and sensors, such as passive infrared detectors and acoustic detectors, are also possible.

[0021] One possible method to provide this type of gesture recognition would be to employ any of the well-known gesture recognition algorithms which operate on sequenced digitized video images. Such technology has been developed (and remains in development) for applications such as allowing handicapped access to computer systems for users who cannot operate a standard computer keyboard or mouse. This system, though, typically requires the use of a small electronic camera which sends digital images to a computer for processing. The algorithms themselves are quite computationally intensive, as they first must perform feature extraction (e.g. find a moving hand in an image), track those features, and then recognize the track as a predefined gesture. This type of technology is actually a further application of standard signature recognition, being more computationally intensive and less accurate than normal signature recognition algorithms themselves. Additionally, they require the use of a camera as an input or capture device, which are not prevalent on POS terminals such as cash registers and gas pumps.

[0022] For these reasons, the system and method of the present invention represent a practical yet effective solution to the problem of providing user-defined and entered identification gestures using RF ID technologies.

[0023] As shown in FIG. 2, the system panel (20) is modified to provide an array of sensors (21) concealed behind the panel, preferably in a weather resistant housing for outdoors applications (e.g. ATMs, gas pumps, exterior door lock controls, etc.). In this example, the panel (20) is equipped with 5 sensors (23 through 27), each of which is independently interfaced to the CIDU. More or less sensors could be used, as the application dictates.

[0024] Some systems of the prior art have multiple sensors in their panels, but their signals are summed together and are not independently processed by the CIDU. In either case, the panels and CIDUs of existing systems may be easily retrofitted with the arrangement of the invention.

[0025] The CIDU (22) software or logic is enhanced to “snapshot” the sensor data on a timed or sequenced basis from each of the independent sensors. The space in front of the panel (20) can be divided into three axes for reference, such as “x” for lateral or horizontal placement and movement, “y” for vertical placement and movement, and “z” for distance from the panel.

[0026] The user (12) may then perform a two-dimensional (x-y) gesture in front of the panel (20) (in free space), moving the standard RF ID key fob (14) in and out of the reception proximity of the various sensors. For example, one user may have a signature as shown in FIG. 3a, essentially an “X” starting at the upper left corner of the panel, and finishing at the lower left of the panel. In this case, user would move the key fob in a direction congruent with the z-axis (e.g. perpendicular to the panel) to enter the proximity P1 of the upper left sensor (23). Then, keeping the key fob approximately the same distance from the panel in the z-axis, the user moves (A) the key fob (14) towards the center sensor (25), thereby entering the proximity P3, continuing to near the bottom right sensor (27), then upwards towards the upper right sensor (24), down and across the center sensor (25) to the bottom left sensor (26), finally moving the key fob (14) in the z-axis away from the panel (and out of proximity range P4) to complete the signature gesture.

[0027] In example, the CIDU detects the sequence of events or signals from the sensors and key fob IC as shown in TABLE 1.

TABLE 1
Example Sequence for Gesture of Figure 3a
Time (millisecs) Event Sensor
000 RF ID = 9999 23 on
100 RF ID = 9999 23 off
150 RF ID = 9999 25 on
210 RF ID = 9999 27 on
240 RF ID = 9999 25 off
300 RF ID = 9999 27 off
340 RF ID = 9999 24 on
390 RF ID = 9999 24 off
420 RF ID = 9999 25 on
480 RF ID = 9999 26 on
550 RF ID = 9999 26 off

[0028] In this example sequence, the gesture is completed in about one-half a second. The sensors and CIDU are preferably adapted to detect such a sequence with similar timing (0.5 to 2 second completion time), in order to allow the user to simply modify a simple one-pass type wanding motion to a relatively quick gesture for his or her personal identification signature.

[0029] The CIDU would then perform logical analysis on the time of this sequence, and reduce the signature to a series of detector events such as 23-25-27-24-25-26 in this case. The CIDU logic can account for short breaks in the sequence (gaps between the key fob being lost from one sensor and detected at the next), as well as short overlaps in detection (when two sensors simulatenously detect the same key fob) using simple timing thresholds. For example an overlap or gap of less than 50 msec may be ignored, while a gap of greater than 1000 msec may be considered a termination of the gesture.

[0030] This sequence then can be quickly compared to the sequence previously programmed or stored for the user associated with RF ID 9999. It can be readily seen, then, that the user's signature gesture can vary with a considerable amount in the actual placement or strokes and still be properly recognized, as long as the key fob (or ID badge) is moved into the proximity areas of the various sensors in the correct order. Further, but allowing a greater range of timing, the user may gesture quickly or slowly for signature to be recognized. The computational intensity required to detect this gesture signature is reasonable for implementation on an inexpensive embedded microprocessor or microcontroller, as is commonly employed in the present-day CIDU devices.

[0031] Once the signature has been detected and determined to be correct, the authorization process (either locally or over a computer network) may proceed. Thus, if an unauthorized person obtains the key fob (or ID badge) and attempts to use it, he must also know and complete the personal signature gesture of the rightful owner, thereby reducing the ability to fraudulently use the device to make purchases, open doors, etc.

[0032]FIG. 3b provides another example of an alternate signature which would generate a signature value of 25-24-26-27-23-25, which could be used as a second signature gesture for the same user of our first example (RF ID=9999), or the signature gesture for another user.

[0033] According to the preferred embodiment, the user may initialize and change his or her signature gesture(s) at will by simply entering an initial signature gesture (similar to a default PIN), and then making his or her new gesture, which would then be captured and stored for future reference by the CIDU and/or networked servers. Other methods of initializing or changing a gesture may be to log on to a web site which provides the user with a virtual drawing tablet, upon which he or she may use a mouse or pointer to draw the gesture.

[0034] The fundamental logical process (40) implemented by the CIDU is presented in FIG. 4. The CIDU waits for the initiation of a signature gesture (40), which is indicated by a sensor ON event. Then, the CIDU records (42) and timestamps the sequence of sensor ON and OFF events, as well as the RF ID value of the key fob or ID badge which is in the proximity of the sensors.

[0035] When the gesture has terminated, such as the detection of all sensors being OFF for a minimum amount of time, the CIDU then reduces (43) the recorded event list to a sensor sequence which represents the general movement points in the signature gesture.

[0036] This sensor sequence is then compared (44) to the predefined sequences associated with the RF ID, either by accessing a local data store of sensor sequences or by accessing a remote data store (e.g. a networked server). If the sequence matches (45) one of the predefined sequences for that RF ID, the user is considered authenticated and normal transaction processing and authorization proceeds (46).

[0037] However, if the sequence does not match a predefined sequence for that RF ID, the user may be prompted and allowed to re-enter the gesture (47), or the CIDU may notify the appropriate systems such as credit card servers that the authentication process has failed so that appropriate security measures may be taken (e.g. disabling the key fob, contacting the owner, etc.).

[0038] It will be readily recognized by those skilled in the art that this system and method can be realized in many ways which vary in details from the examples presented herein without departing from the spirit and scope of the present invention.

[0039] For example, more or less sensors may be used in other arrangements on a panel to allow for more precise gesture detection or less expensive devices. Further, additional logic may be applied to the gesture detection and recognition process, such as more sophisticated timing analysis, to improve the security performance of the system.

[0040] In still other embodiments, alternate sensor technologies may be employed to sense the free space signature gesture. For example, an array of acoustic sensors could be used in place of the RF sensor elements such that a gesture made with a hand or finger could be detected and decoded. In another example, an array of passive infrared detectors (“PIR”) may be used to detect the movement of a warm gesturing instrument such as a human hand.

[0041] Additionally, the process may be used for other security applications than the examples given (POS and door locks). For example, a retail theft system could be modified to provide the multisensor panel near the exit “gates” of the RF ID anti-theft system. An authorized customer or supplier could then, upon approach of the gate, temporarily disable the gate by performing an authorized gesture signature using an RF ID near the panel. This could allow suppliers to move freely but securely through “customer” doors as well as “back doors” and “delivery doors” of retail establishments, as well as allow preferred customers of a retail establishment to bypass the normal “check out” procedure by simply identifying himself upon exit (e.g. the theft system would detect the items in his or her possession and automatically add them to the preferred customer's account balance).

[0042] In other applications, the invention could be mounted to a wheelchair with a wearable personal computer (“PC”), or incorporated into payphones and automatic teller machines (“ATM”) to allow a physically challenged user to use different gestures for commands and identity input. Many physically challenged persons are capable of making large scale motor movements, such as a wave of the arm or hand, but are not able to complete movements which require fine motor skills, such as typing on a keyboard, pushing buttons or writing with a pen. By associating a plurality of free space gestures with a plurality of commands, a physically challenged user could effectively operate a pay phone, ATM, or PC.

[0043] Therefore, the scope of the invention should be determined by the following claims.

Referenced by
Citing PatentFiling datePublication dateApplicantTitle
US6940493 *Mar 29, 2002Sep 6, 2005Massachusetts Institute Of TechnologySocializing remote communication
US6969964 *Jan 26, 2004Nov 29, 2005Hewlett-Packard Development Company, L.P.Control device and method of use
US7176886 *Mar 23, 2004Feb 13, 2007Fujitsu LimitedSpatial signatures
US7774231Aug 6, 2003Aug 10, 2010Nokia CorporationElectronic payment methods for a mobile device
US8136724 *Jun 24, 2011Mar 20, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8141775 *Jun 24, 2011Mar 27, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8144780Sep 24, 2007Mar 27, 2012Microsoft CorporationDetecting visual gestural patterns
US8172135 *Jun 24, 2011May 8, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8235285 *Jun 24, 2011Aug 7, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8245919 *Jun 24, 2011Aug 21, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8311530Jan 26, 2007Nov 13, 2012Research In Motion LimitedTouch entry of password on a mobile device
US8339363May 13, 2005Dec 25, 2012Robert Bosch GmbhSensor-initiated exchange of information between devices
US8504008Sep 12, 2012Aug 6, 2013Google Inc.Virtual control panels using short-range communication
US8515413Sep 12, 2012Aug 20, 2013Google Inc.Controlling a target device using short-range communication
US8544729 *Jun 24, 2011Oct 1, 2013American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8565791Sep 12, 2012Oct 22, 2013Google Inc.Computing device interaction with visual media
US8638190 *Sep 12, 2012Jan 28, 2014Google Inc.Gesture detection using an array of short-range communication devices
US8701983 *Sep 14, 2012Apr 22, 2014American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US8714439Oct 25, 2011May 6, 2014American Express Travel Related Services Company, Inc.Methods and systems for contactless payments at a merchant
US8736420 *Jan 29, 2007May 27, 2014At&T Intellectual Property I, L.P.Methods, systems, and products for controlling devices
US8782775Sep 9, 2008Jul 15, 2014Apple Inc.Embedded authentication systems in an electronic device
US20120330833 *Jun 24, 2011Dec 27, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US20120330834 *Jun 24, 2011Dec 27, 2012American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
US20130008947 *Sep 14, 2012Jan 10, 2013American Express Travel Related Services Company, Inc.Systems and methods for gesture-based interaction with computer systems
DE102006010797A1 *Mar 7, 2006Sep 13, 2007Holger LindeElectronic component controlling device e.g. tracker, for e.g. interaction of advertising installations, has point sensors and multi-unit detector with sensor units, where sensors are designed as thermopile or bolometer and arranged to user
EP1748349A2 *Jul 21, 2006Jan 31, 2007Samsung Electronics Co., Ltd.System and method using movement of human body to control a function of a terminal
EP1953663A1 *Jan 26, 2007Aug 6, 2008Research In Motion LimitedTouch entry of password on a mobile device
EP2120129A1 *May 16, 2008Nov 18, 2009Everspring Industry Co. Ltd.Method for controlling an electronic device through infrared detection
WO2006127270A1 *May 8, 2006Nov 30, 2006Bosch Gmbh RobertSensor-initiated exchange of information between devices
WO2009042392A2 *Sep 9, 2008Apr 2, 2009Apple IncEmbedded authentication systems in an electronic device
Classifications
U.S. Classification715/863, 340/5.2
International ClassificationG06F21/31, G06F3/0346, G06F3/01, G06F3/00
Cooperative ClassificationG06F21/316, G06F3/017, G06F3/0346
European ClassificationG06F3/0346, G06F21/31B, G06F3/01G
Legal Events
DateCodeEventDescription
Oct 26, 2011FPAYFee payment
Year of fee payment: 4
Feb 28, 2002ASAssignment
Owner name: BRECIS COMMUNICATIONS CORPORATION, CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:APOSTOL, GEORGE, JR.;KOLLURU, MAHADEVE S.;VU, TOM;REEL/FRAME:012672/0579
Effective date: 20020227
Jan 15, 2002ASAssignment
Owner name: INTERNATIONAL BUSINESS MACHINES CORPORATION, NEW Y
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:BODIN, WILLIAM KRESS;REEL/FRAME:012516/0722
Effective date: 20011024